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researcher

J. Mailoa

8 papers hereh-index 257.3k citations68 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3
  • last author1

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph5
  • cs.NE1
  • physics.chem-ph1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials

1.9k citations · 2k across the 8 of their papers we have counts for

collaborators
Showing 2022 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2022★ 2 cited

Orbital Mixer: Using Atomic Orbital Features for Basis Dependent Prediction of Molecular Wavefunctions

Kirill Shmilovich, Devin Willmott, Ivan Batalov +3

Leveraging ab initio data at scale has enabled the development of machine learning models capable of extremely accurate and fast molecular property prediction. A central paradigm o…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.